Machine learning distilled metabolite biomarkers for early stage renal injury.

Journal: Metabolomics : Official journal of the Metabolomic Society
Published Date: Dec 5, 2019

Abstract

INTRODUCTION: With chronic kidney disease (CKD), kidney becomes damaged overtime and fails to clean blood. Around 15% of US adults have CKD and nine in ten adults with CKD do not know they have it.

Authors

  • Yan Guo
    State Key Laboratory of Pathogen and Biosecurity, Beijing 100071, China.
  • Hui Yu
    Engineering Technology Research Center of Shanxi Province for Opto-Electric Information and Instrument, Taiyuan 030051, China. 13934603474@nuc.edu.cn.
  • Danqian Chen
    Key Laboratory of Resource Biology and Biotechnology in Western China, School of Life Sciences, Ministry of Education, Northwest University, No. 229 Taibai North Road, Xi'an, 710069, Shaanxi, China.
  • Ying-Yong Zhao
    Key Laboratory of Resource Biology and Biotechnology in Western China, School of Life Sciences, Northwest University, Xi'an, 710069, Shaanxi, China.

Keywords

External Resources

Popular Topics
Recent Journals